Basic Statistics

Raw Counts

Name Value
Rows 21,483
Columns 9
Discrete columns 6
Continuous columns 3
All missing columns 0
Missing observations 10,222
Complete Rows 11,299
Total observations 193,347
Memory allocation 766.4 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

Bar Chart (by rincome)

QQ Plot

## Warning: Removed 469 rows containing non-finite values (stat_qq).
## Warning: Removed 469 rows containing non-finite values (stat_qq_line).

QQ Plot (by rincome)

## Warning: Removed 454 rows containing non-finite values (stat_qq).
## Warning: Removed 454 rows containing non-finite values (stat_qq_line).

Correlation Analysis

## 1 features with more than 20 categories ignored!
## denom: 30 categories

Principal Component Analysis

Bivariate Distribution

Boxplot (by rincome)

## Warning: Removed 10222 rows containing non-finite values (stat_boxplot).

Scatterplot (by rincome)